line
string | label
int64 | source
string |
|---|---|---|
<View>
| 1
|
stackoverflow_2020
|
Looking at further documentation, it seems that emails coming from my domain are classified as Spam by their servers.
| 0
|
stackoverflow_2020
|
org.mockito.exceptions.misusing.WrongTypeOfReturnValue:
| 1
|
stackoverflow_2020
|
let randomArray = [1,2,4,591,392,391,2,5,10,2,1,1,1,20,20];
| 1
|
stackoverflow_2020
|
c.c:3:19: note: each undeclared identifier is reported only once for each function it appears in
| 1
|
stackoverflow_2020
|
std::vector<char> my_buf (buf_size);
| 1
|
stackoverflow_2020
|
Task Manager:
Performance: Virtualization is Enabled
| 0
|
stackoverflow_2020
|
P OMEGALUL S T N OMEGALUL T
| 0
|
twitch
|
libgpuarray 0.7.6 hfa6e2cd_0
| 1
|
stackoverflow_2020
|
[ 3 ] Use "require" with a dynamic lookup
| 0
|
stackoverflow_2020
|
Debug.Assert(10648738977740919977 != 10648738977740919977d);
| 1
|
stackoverflow_2020
|
but it seems weird and wrong to me as I need to add every route at the back-end as well as at frontend.
| 0
|
stackoverflow_2020
|
at my.package.stupidTest1(JavalinTest.java:28)
| 1
|
stackoverflow_2020
|
@Domwindu sup
| 0
|
twitch
|
ls: cannot access 07 - Carmen Suites for orchestra Nos. 1 & 2 (assembled by Ernest Guirard)- Dans Bohème (Gypsy Song, Act II).WAV: No such file or directory
| 1
|
stackoverflow_2020
|
No translation unit shall contain more than one definition of any
| 0
|
stackoverflow_2020
|
m2w64-binutils 2.25.1 5
| 1
|
stackoverflow_2020
|
EDIT:
| 0
|
stackoverflow_2019
|
I've tried reverting all code to a version that worked. I'm sure it's a DialogFlow error.
| 0
|
stackoverflow_2019
|
(dayOne != 'F' && dayOne != 'f' || dayTwo != 'R' && dayTwo != 'r') &&
| 1
|
stackoverflow_2020
|
My question, is how does postgres perform the index on the timestamp - in other words will it index the timestamp based on the date/ time, or will it go into the seconds/ milliseconds, etc?
| 0
|
stackoverflow_2019
|
I am writing some code and I need to compare some values. The point is that none of the variables should have the same value as another. For example:
| 0
|
stackoverflow_2019
|
I get four matrices printed out. I assume these libraries are all using libpng or something similar.
| 0
|
stackoverflow_2019
|
age: number;
| 1
|
stackoverflow_2020
|
Edit: Here's a less trivial example, to show it happens even if the variable is meaningfully used:
| 0
|
stackoverflow_2020
|
weSmart
| 0
|
twitch
|
LESGOOOOOO
| 0
|
twitch
|
dr chad AYAYA
| 0
|
twitch
|
movsx r11, eax
| 1
|
stackoverflow_2020
|
I have a method which performs processing on a stream. Part of that processing needs to be done under the control of a lock - one locked section for processing all the elements - but some of it doesn't (and shouldn't be because it might be quite time-consuming). So I can't just say:
| 0
|
stackoverflow_2019
|
+ "x": 0,
| 1
|
stackoverflow_2020
|
{ return 0.0; }
| 1
|
stackoverflow_2020
|
#include <algorithm>
| 1
|
stackoverflow_2020
|
I have no idea why this is happening and don't know how to fix this.
Here is an example of my problem.
| 0
|
stackoverflow_2019
|
function is typically used to register messages for communicating between two cooperating applications.
| 0
|
stackoverflow_2019
|
return await self._start_task(
| 1
|
stackoverflow_2020
|
Below I have illustrated the desired effect:
| 0
|
stackoverflow_2020
|
I haven't found any use full solution to create transparent bottom navigation bar in flutter.
| 0
|
stackoverflow_2019
|
uint64_t mod9_v1(unsigned __int128 n)
| 1
|
stackoverflow_2020
|
<body>
| 1
|
stackoverflow_2020
|
This will return the memory usage of process id 2076 and i can use this for my task. By invoking the following command, I can extract the CPU Time.
| 0
|
stackoverflow_2019
|
White Dad FeelsStrongMan
| 0
|
twitch
|
I've tried to run the exact same shell script via Python3.6 and that gave me the output I desired.
| 0
|
stackoverflow_2019
|
scheduleTime: '2020-02-05T10:05:00.085854Z'
| 1
|
stackoverflow_2020
|
<groupId>org.apache.maven.plugins</groupId>
| 1
|
stackoverflow_2020
|
30 silly fetch manifest commander@4.1.1
| 1
|
stackoverflow_2020
|
- with doReturn|Throw() family of methods. More in javadocs for Mockito.spy() method.
| 1
|
stackoverflow_2020
|
2. environment:
| 0
|
stackoverflow_2019
|
color: 'black', //To see where exactly the list is
| 1
|
stackoverflow_2020
|
After that I've re-checked all information I've provided and answered them that everything is okay with application and they changed status of my game to "In Review"
After that they responded :
| 0
|
stackoverflow_2019
|
But when trying this with the following architecture:
| 0
|
stackoverflow_2020
|
152 | var ObjectFactory = function ObjectFactory(name) {
| 1
|
stackoverflow_2020
|
As stated before, Play will not modify the functionality of your application without your knowledge and approval.
| 0
|
stackoverflow_2020
|
Tried code
| 0
|
stackoverflow_2019
|
<div class="message">hello 34</div>
| 1
|
stackoverflow_2020
|
This guy is fucking great
| 0
|
twitch
|
Have I misunderstood how to work with the fetched results controller delegate? I thought that the beginupdates/endupdates calls make sure that the “table view model” does not change between them? What should I do to eliminate the crash?
| 0
|
stackoverflow_2019
|
Traceback (most recent call last):
| 1
|
stackoverflow_2020
|
<div name="{{ widget.name }}"{% include "django/forms/widgets/textfield.html" %}>
| 1
|
stackoverflow_2020
|
I have the following two dataframes (DataA/DataB) which I would like to merge on a per global_index/item/values basis.
| 0
|
stackoverflow_2020
|
"last 1 chrome version",
| 1
|
stackoverflow_2020
|
clang: error: linker command failed with exit code 1 (use -v to see invocation)
| 1
|
stackoverflow_2020
|
I would like to use Jacoco to generate a code coverage report on all my tests (androidTest + UnitTest).
| 0
|
stackoverflow_2019
|
</tbody>
| 1
|
stackoverflow_2020
|
2/ syntax was also wrong in the tsx syntax. I changed to this and now it's ok:
| 0
|
stackoverflow_2020
|
Has anyone had an issue with long forms not posting to Cloud Firestore? If i keep the first 10 questions only, this form submits to the database.
| 0
|
stackoverflow_2019
|
df1.iloc[:,0:27]=df1.iloc[:,0:27].astype('int')
| 1
|
stackoverflow_2020
|
I can't do that though Sadge
| 0
|
twitch
|
PFVAL pfval;
| 1
|
stackoverflow_2020
|
Edit: I think part of it was that I was making a different silly mistake with memoize-one, but I'm still interested to know the answer here wrt React.memo.
| 0
|
stackoverflow_2020
|
xdebug.collect_return => Off => Off
| 1
|
stackoverflow_2020
|
if(thing !== undefined && thing !== null)
| 1
|
stackoverflow_2020
|
when you de only one that posts links
| 0
|
twitch
|
dockergen.1 | 2020/07/20 19:24:54 Generated '/etc/nginx/conf.d/default.conf' from 2 containers
| 1
|
stackoverflow_2020
|
common
| 0
|
stackoverflow_2020
|
null | 1
|
stackoverflow_2020
|
While following a Flutter course on Firebase, I tried to reload my emulator. Although the app works fine, I received some error log in the debug console:
| 0
|
stackoverflow_2020
|
need help please
| 0
|
stackoverflow_2019
|
where it is said:
| 0
|
stackoverflow_2019
|
iOS 13.2 beta
| 0
|
stackoverflow_2019
|
constructor(props) {
| 1
|
stackoverflow_2020
|
import java.util.concurrent.atomic.AtomicReference;
| 1
|
stackoverflow_2020
|
return otherMachine && otherMachine->machineId == machineId;
| 1
|
stackoverflow_2020
|
@svudasam, healthygamer_gg has been streaming for 2 hours 19 mins
| 0
|
twitch
|
internal static class Program
| 1
|
stackoverflow_2020
|
or
| 0
|
stackoverflow_2019
|
Update:
| 0
|
stackoverflow_2020
|
heroku open
| 1
|
stackoverflow_2020
|
username: String!
| 1
|
stackoverflow_2020
|
bloody mary monkaW
| 0
|
twitch
|
I notice the same behaviour with the functions I call as well.
| 0
|
stackoverflow_2020
|
(+49) 1234567890
| 1
|
stackoverflow_2020
|
});
| 1
|
stackoverflow_2020
|
but when I have tried the below implementation I still get the CORS error:
| 0
|
stackoverflow_2020
|
We have two web sites on IIS for both angular_client and web_api, the hosting bundle is installed and the permission to users such as IUSR, Network, Network Service and Everyone, is already granted.
| 0
|
stackoverflow_2019
|
[21.456s][7248][debug][class,resolve ] sun.security.jca.ProviderList java.lang.Object (super)
| 1
|
stackoverflow_2020
|
console.log(e);
| 1
|
stackoverflow_2020
|
So the mistake my path finding algo does is to go "forward" and then back the same way. This situation im trying to identify and filter out.
| 0
|
stackoverflow_2020
|
One of the biggest challenges in tesseract OCR text recognition is the uneven illumination of images.
I need an algorithm that can decide the image is containing uneven illuminations or not.
| 0
|
stackoverflow_2020
|
no stop
| 0
|
twitch
|
End of preview. Expand
in Data Studio
This dataset was created for SemEval-2026 Task 13, which focuses on distinguishing machine-generated code from human-written code across multiple programming languages and domains.
While the original SemEval task operates at the code snippet level, this dataset provides line-level annotations that enable finer-grained analysis of how code-like and text-like content is distributed within mixed inputs. The dataset is intended to support research in machine-generated code detection, robust preprocessing, and stylometric analysis, particularly in settings where natural language and programming code naturally coexist.
Each row corresponds to a single line, extracted from real-world sources such as Stack Overflow posts and Twitch chat messages.
Task Definition
Binary line-level classification:
- label = 0 — natural language text
- label = 1 — programming code
The task is intentionally defined at the line granularity, rather than document or block level, to support applications such as preprocessing pipelines, mixed-content filtering, and robustness evaluation.
Dataset Structure
The dataset consists of three columns:
| Column | Description |
|---|---|
line |
Raw line content (text or code). Punctuation, symbols, and formatting are preserved. |
label |
Binary label (0 = text, 1 = code). |
source |
Data origin: stackoverflow_2019, stackoverflow_2020, or twitch. |
No aggressive normalization has been applied; punctuation, symbols, and formatting are preserved.
Data Collection and Processing
Stack Overflow Data
The Stack Overflow portion of the dataset was created by parsing HTML post bodies and explicitly separating structural elements:
- Code lines are extracted from
<code>tags - Text lines are extracted from
<p>(paragraph) tags
To ensure that extracted code corresponds to actual programming content, code blocks are filtered by post tags, retaining only posts associated with the following technologies:
<c++>,<java>,<python>,<php>,<c#>,<javascript>,<c>,<go><react-native>,<laravel>,<django>,<typescript>,<node.js>,<.net-core>
Additional filtering steps:
- Lines containing package installation commands (e.g.
pip) are excluded - Lines dominated by error messages or stack traces are ignored
- Duplicate lines are removed after normalization
This filtering aims to retain clean, representative programming code while avoiding noisy or auxiliary content.
Twitch Data
The Twitch portion consists exclusively of natural language text and is included to introduce informal, unstructured, and ambiguous language that is difficult to distinguish from code using surface-level heuristics.
Key properties:
- No code labels are present in this subset
- Duplicate lines are removed
- Language is short, conversational, and noisy
The purpose of this source is to increase dataset difficulty and improve robustness to domain shift.
Dataset Statistics
Overall Size
- Total lines: 52,270
- Text (label 0): 27,330
- Code (label 1): 24,940
The dataset is approximately balanced, enabling standard classification benchmarks without mandatory resampling.
Label Distribution by Source
| Source | Text (0) | Code (1) |
|---|---|---|
| stackoverflow_2019 | 14,698 | 0 |
| stackoverflow_2020 | 7,948 | 24,940 |
| twitch | 4,684 | 0 |
Source Distribution
- Stack Overflow 2020: 32,888 lines (62.9%)
- Stack Overflow 2019: 14,698 lines (28.1%)
- Twitch: 4,684 lines (9.0%)
Line Length Statistics (Characters)
Overall:
- Mean: 59.53
- Median: 34
- Minimum: 1
- Maximum: 9,082
- Standard deviation: 85.95
By source:
- Stack Overflow 2019: mean 88.71, median 58
- Stack Overflow 2020: mean 51.60, median 33
- Twitch: mean 23.62, median 17
Intended Use Cases
- Line-level code vs text classification
- Mixed-content preprocessing and filtering
- Robustness evaluation across domains
- Stylometry and authorship analysis
- Code-aware language modeling pipelines
Limitations
- Labels are structural, not semantic
- Code-like text outside
<code>tags is labeled as text - Logs or pseudo-code inside code blocks are labeled as code
- Line-level context across adjacent lines is not preserved
Users should account for these properties when designing downstream tasks.
Data Sources and Licensing
This dataset is derived from publicly available sources. Please refer to the following datasets for original data and licensing information:
- Stack Overflow dataset: (link to be added)
- Twitch dataset: (link to be added)
Users are responsible for complying with the original licenses when redistributing or building upon this dataset.
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